{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import re\n",
    "def change_to_outputprefix_format(string):    #定义把路径转换为outputprefix格式的函数\n",
    "    return re.split(r\".jpg\",string)[0].replace(\"dataset\",\"output\")\n",
    "def change_to_inputlist_format(string,label):    #定义把路径转换为inputlist格式的函数\n",
    "    pattern_frame_num = re.compile(r\"\\d+\")    #定义提取路径中所有数字的的正则表达式\n",
    "    str_num = re.findall(pattern_frame_num,string)[-1]    #取所有数字中的最后一项\n",
    "    int_num = int(str_num)     #将str型的数字（前面带有0的,比如“000128”）转为int型\n",
    "    str_num_withoutzero = str(int_num)    #将int型的数字转换为str型，此时去掉了000\n",
    "    pattern_path = re.compile(r\"000*\")    #找到000*之前的路径\n",
    "    str_path = re.split(pattern_path,string)[0]    #按照以上的规则将帧的路径切片，取前面的路径\n",
    "    inputlist_string = str_path + ' '+ str_num_withoutzero + ' ' + str(label)   #组合形成inputlist格式\n",
    "    return inputlist_string\n",
    "def match_item(string,floor,ceiling):    #定义一个匹配item的函数,可以规定上限和下限\n",
    "    regex = re.compile(r\"subject_*\")    #匹配subject_后的数字\n",
    "    int_num=int(re.split(regex,string)[-1])    #将匹配到的str型数字转为int型,即将数据切片得到最后的数字\n",
    "    if int_num <= ceiling and int_num >= floor:  #如果小于期望值\n",
    "        return True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import os\n",
    "def create_inputlist_ouputprefix(basepath,inputlist,outputprefix,floor,ceiling,sample_interval):    #basepath是数据集的路径，inputlist文件名 outputprefix文件名，帧采样间隔\n",
    "    f_outputfile = open(outputprefix,'w')    #打开文件准备写入\n",
    "    f_inputfile = open(inputlist,'w')\n",
    "    classlist =  os.listdir(basepath)    #将basepath下的文件遍历并存入classlist\n",
    "    label = 0  \n",
    "    classlist.sort()    #按照类别的首字母排序\n",
    "    #print classlist\n",
    "    for classvar in classlist:    #for数据集下的每个类    \n",
    "        videodir = os.path.join('%s%s' % (basepath,classvar))\n",
    "        if os.path.isdir(videodir) == True:    #判断该条目是否是文件夹\n",
    "            videolist = os.listdir(videodir)    #将video条目存入videolist\n",
    "            #print videodir\n",
    "            videolist.sort()\n",
    "            for videovar in  videolist:    #for每个类下的每个video\n",
    "                clipdir = os.path.join('%s/%s' % (videodir,videovar))\n",
    "                #print videolist\n",
    "                if os.path.isdir(clipdir) == True:    #判断该条目是否是文件夹\n",
    "                    if match_item(clipdir,floor=floor,ceiling=ceiling) == True:\n",
    "                        #print clipdir\n",
    "                        framelist = os.listdir(clipdir)\n",
    "                        framelist.sort()\n",
    "                        framelist = framelist[::sample_interval]\n",
    "                        framelist = framelist[:-1]           \n",
    "                        for framevar in  framelist:\n",
    "                            framedir = os.path.join('%s/%s/%s' % (videodir,videovar,framevar))\n",
    "                            #print framedir,label    #打印clip路径以及对应label\n",
    "                            frameitem_outputfile = change_to_outputprefix_format('%sc3d/%s_%s/%s' % (basepath,classvar,videovar,framevar))\n",
    "                            frameitem_inputfile = change_to_inputlist_format(framedir,label)\n",
    "                            f_outputfile.write('%s\\n' % (frameitem_outputfile))    #将条目写入文件\n",
    "                            f_inputfile.write('%s\\n' % (frameitem_inputfile))    #将条目写入文件                        \n",
    "                            #print frameitem_inputfile\n",
    "                            print frameitem_outputfile\n",
    "        label=label+1\n",
    "    f_outputfile.close()\n",
    "    f_inputfile.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "/home/wjj/HDD/HDD/output_20170117_error/c3d/class_10_subject_13/000056\n",
      "/home/wjj/HDD/HDD/output_20170117_error/c3d/class_10_subject_13/000064\n",
      "/home/wjj/HDD/HDD/output_20170117_error/c3d/class_10_subject_13/000071\n",
      "/home/wjj/HDD/HDD/output_20170117_error/c3d/class_10_subject_13/000079\n",
      "/home/wjj/HDD/HDD/output_20170117_error/c3d/class_10_subject_13/000087\n",
      "/home/wjj/HDD/HDD/output_20170117_error/c3d/class_10_subject_13/000095\n",
      "/home/wjj/HDD/HDD/output_20170117_error/c3d/class_10_subject_13/000103\n"
     ]
    }
   ],
   "source": [
    "#Usage：“数据集路径”“inputlist文件名”“ outputprefix文件名”，\"起始video序号\" ,\"结束video序号\" ，“帧采样间隔”\n",
    "#Example：create_inputlist_ouputprefix(\"/home/wjj/HDD/HDD/dataset_pytest/\",\"input_list.txt\",\"output_list_prefix.txt\",1,13,8)\n",
    "create_inputlist_ouputprefix(\"/home/wjj/HDD/HDD/dataset_20170117_error/\",\"input_list.txt\",\"output_list_prefix.txt\",1,13,8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "163"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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